Steered Molecular Dynamics Simulations for Studying Protein–Ligand Interaction in Cyclin-Dependent Kinase 5

分子动力学 计算生物学 化学 生物物理学 机制(生物学) 计算化学 物理 生物 量子力学
作者
Jagdish Suresh Patel,Anna Berteotti,Simone Ronsisvalle,Walter Rocchia,Andrea Cavalli
出处
期刊:Journal of Chemical Information and Modeling [American Chemical Society]
卷期号:54 (2): 470-480 被引量:154
标识
DOI:10.1021/ci4003574
摘要

In this study, we applied steered molecular dynamics (SMD) simulations to investigate the unbinding mechanism of nine inhibitors of the enzyme cyclin-dependent kinase 5 (CDK5). The study had two major objectives: (i) to create a correlation between the unbinding force profiles and the inhibition activities of these compounds expressed as IC50 values; (ii) to investigate the unbinding mechanism and to reveal atomistic insights, which could help identify accessory binding sites and transient interactions. Overall, we carried out 1.35 μs of cumulative SMD simulations. We showed that SMD could qualitatively discriminate binders from nonbinders, while it failed to properly rank series of inhibitors, particularly when IC50 values were too similar. From a mechanistic standpoint, SMD provided useful insights related to transient and dynamical interactions, which could complement static description obtained by X-ray crystallography experiments. In conclusion, the present study represents a further step toward a systematic exploitation of SMD and other dynamical approaches in structure-based drug design and computational medicinal chemistry.
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